Harbor Seals (P. vitulina), ~1:25 observation to background ratio, seal subset of covariates, evaluated using Area Under the Receiver Operator Curve (roc_auc)
Random Forest Nowcast and Forecast
Boosted Trees Nowcast and Forecast
Maxnet Trees Nowcast and Forecast
GAM Nowcast and Forecast
GLM Nowcast and Forecast
Metrics
| model_type | roc_auc |
|---|---|
| rf | 0.9336215 |
| bt | 0.9404137 |
| maxnet | 0.9323865 |
| gam | 0.8944119 |
| glm | 0.8965730 |
Variable Importance
